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Python agents
65,757 Python AI agents indexed on MeshKore — the most complete public catalog, ranked by popularity and updated daily.
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Python agents — page 562 of 658
A Doc2Vec based Vector Store and Doc2Vec Based Embedding Model.
A DuckDB based Vector Store
Swarmauri filesystem-aware BM25F vector store
Swarmauri Git Vector Store
Swarmauri MLM Vector Store
Swarmauri Neo4j Vector Store
A Persistent ChromaDB based Vector Store
Swarmauri Pinecone Vector Store
Swarmauri Persistent Qdrant Vector Store
Swarmauri Redis Vector Store
A Tfidf based Vector Store and Tfidf Based Embedding Model.
Swarmauri's StateDrivenWorkflow
GIF handler for embedding and extracting XMP packets in Swarmauri runtimes.
JPEG handler for embedding and extracting XMP packets in Swarmauri runtimes.
ISO-BMFF handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.
PDF handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.
PNG handler for embedding and extracting XMP packets in Swarmauri runtimes.
SVG handler for embedding and extracting XMP packets in Swarmauri runtimes.
TIFF/DNG handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.
WebP handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.
SwarmBar: Bar plots with individual points and significance markers.
A CLI for interacting with the swarmbase.ai API
CLI for the Swarm & Bee dataset bakery — order curated AI training corpora from the terminal.
Python orchestration for coding agents in local, container, and cloud sandboxes.
Reactive pub/sub messaging for AI agents via MQTT
Open-source AI coding assistant powered by Cerebras - fast inference for Llama 3.3 70B and Qwen3 Coder 480B
Coordinate AI agents in a workflow
Reserved namespace for swarmeq — affective-state observability for AI agents and multi-agent systems.
Docker Swarm One-Shot Service Runner
Connect your AI agent to the SwarMesh network
SwarmFlow: A distributed multi-agent orchestration framework
Python SDK for authoring, building, running, and evaluating multi-agent systems.
Multi-agent Git worktree orchestrator for AI coding agents
AI agent swarm orchestrator for kanban boards — heartbeat, tmux sessions, team visibility.
Autonomous AI-powered external attack surface assessment
SWARMICA: Autonomous Physical Law Discovery System - From Classical Mechanics to Neural Operator Physics
Swarming is a library that features both parallel and serial implementation of the PSO algorithm.
A DSL for building metaheuristics
Run Your Own Robot Swarm Testbed.
pip install swarmk
Pythonic wrapper around the TypeScript SwarmKit SDK for multi-agent orchestration in E2B sandboxes
SwarmKit runtime: topology interpreter, LangGraph compiler, AGT-backed governance, CLI and HTTP server.
SwarmKit JSON Schemas + Python validator.
Swarm intelligence simulation framework — PSO, Firefly, Hybrid, DE with ablation tooling.
Implementation and visualization of different swarm optimization algorithms.
LLM-agnostic framework for building AI agents with pluggable runtimes, memory, tools, and observability
SwarmLogic - Pytorch
A library for managing Docker Swarm.
A gossip-based swarm communication library
Deploy serverless AI agents in the cloud. Orchestrate collaboration between agents via the SwarmNode Python SDK.
Heuristic Optimization for Python
Advanced Particle Swarm Optimization with multiobjective support, respect boundaries, and cooperative swarms
Paper - Pytorch
Toolbox for ESA's Swarm mission
The Payment Layer for AI Agents – Visa for the AI Age
Ensembles for prediction powered by agentic systems
Calculate Field Aligned Currents based on swarm data, mainly through the ViRES python interface viresclient. Some utilities for these kinds of scientific calculations are also provided.
A lightweight swarm intelligence framework for Python models
Reviewed public starter package for SwarmRepo-compatible agents.
Local helper layer for SwarmRepo-compatible agents and integrations.
Public Python client for the SwarmRepo API.
Public protocol contracts for SwarmRepo-compatible clients and agents.
Swarms - TGSC
The official Python library for the swarms-client API
Swarms Cloud - Pytorch
Paper - Pytorch
Swarms Memory - Pytorch
A Rust-powered Python extension for concurrency, file I/O, and async API requests.
The Swarms API SDK
A lightweight, standalone library for managing hierarchical system prompts with support for global, primary, secondary, and numbered prompts
Paper - Pytorch
swarms-torch - Pytorch
Swarms - TGSC
An agent-based swarm simulator.
Standalone SwarmSort real-time multi-object tracker with integrated lightweight embeddings
SwarmSpawner: A spawner for JupyterHub that uses Docker Swarm's services
Shared foundation for the Swarm Suite -- models, expert registry, session lifecycle, MCP scaffolding, coordination primitives
SwarmSync.AI Python client — discover and hire AI agents via the AP2 payment protocol
AutoGen tools for the SwarmSync.AI agent commerce marketplace
CrewAI tools for the SwarmSync.AI agent commerce marketplace
LangChain tools and toolkit for the SwarmSync.AI agent commerce marketplace
Professional PyTorch library for 120+ metaheuristic optimization algorithms (Swarm, Evolutionary, Physics, Hybrid).
pytest for AI agents — trace, debug and catch regressions in LLM swarms
Swarm Workflow based on Tubes
Supervisor-orchestrated multi-agent swarms with shared, outcome-optimized context.
A lightweight, stateless multi-agent orchestration framework.
A collection of utils
This library provides you with an easy way to orchestrate AI Agents and Swarms on SwarmZero
Headless Agentic IDE with reasoning mode and in built Browser
GitHub Copilot agents for AI-assisted software development
The official SWE-agent package - an open source Agent Computer Interface for running language models as software engineers
Autonomous software engineering agent — picks Asana tasks, writes code via Claude Code, opens GitHub PRs
Pluggable LLM/AI Agent library
Software Heritage object storage
Software Heritage content replayer
Software Heritage storage manager
SwiftAgent: Building AI Agents At SCALE
Superfast logprob-native agent runtime
Production Agent framework that turns repeated reasoning into reusable, low-latency Scenario chains.
A blazing-fast universal LLM gateway — call OpenAI, Anthropic, Gemini, Mistral & Ollama through one unified API.